Description

This analysis provides a forecast of ATOM prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-07-13 3.114441 3.441386 3.794976 4.206930 4.675109 5.192276 5.809025
2025-07-20 2.685556 3.132679 3.649714 4.296159 5.088851 6.037038 7.268903
2025-07-27 2.418825 2.935159 3.562415 4.389558 5.465141 6.835436 8.744399
2025-08-03 2.213563 2.771282 3.476014 4.446398 5.771057 7.550991 10.184980
2025-08-10 2.042893 2.624954 3.385118 4.471064 6.017041 8.193977 11.594992
2025-08-17 1.849771 2.426678 3.200364 4.339225 6.017644 8.475578 12.497270
2025-08-24 1.710899 2.287433 3.079664 4.278651 6.103997 8.878575 13.625686
2025-08-31 1.603173 2.181178 2.993537 4.255333 6.236198 9.356550 14.932317
2025-09-07 1.550430 2.147675 3.006870 4.378089 6.601627 10.240403 17.056753
2025-09-14 1.466112 2.061130 2.933768 4.358283 6.732170 10.745396 18.576871
2025-09-21 1.385273 1.973703 2.851904 4.315469 6.816685 11.175483 20.016929
2025-09-28 1.275075 1.834827 2.681184 4.113733 6.609016 11.059296 20.360007
2025-10-05 1.223149 1.783762 2.646450 4.137724 6.803874 11.713342 22.411480
2025-10-12 1.186638 1.754326 2.643820 4.215336 7.102492 12.601557 25.133850
2025-10-19 1.155327 1.730812 2.648507 4.304906 7.431130 13.590356 28.282109
2025-10-26 1.119789 1.698005 2.635042 4.360119 7.698811 14.489761 31.411586
2025-11-02 1.081298 1.657878 2.606180 4.384152 7.906648 15.289612 34.470130
2025-11-09 1.019360 1.575359 2.499584 4.255432 7.793837 15.375338 35.692304
2025-11-16 0.973709 1.517812 2.432778 4.196286 7.817288 15.767499 37.826537
2025-11-23 0.937122 1.473747 2.386944 4.173516 7.914140 16.340397 40.601728
2025-11-30 0.924818 1.470632 2.413504 4.293375 8.328633 17.724407 46.120280
2025-12-07 0.892589 1.431105 2.371796 4.274038 8.434648 18.369165 49.537477
2025-12-14 0.859193 1.387908 2.320914 4.232235 8.485649 18.882141 52.668874